Deep Learning Engineer for Game Technology

Responsibilities

• Develop innovative machine learning solutions for deployment in games and development pipelines
• Make technology choices, prototype solutions, and bring them to production
• Implement training and validation pipelines and deploy models in production
• Focus on high-performance computer vision and on-console inference for millions of devices
• Collaborate with global engineering teams in Europe, the U.S., and Japan

Requirements

• Experience with modern Deep Learning and PyTorch
• Experience with production-facing software development and strong debugging skills
• Strong understanding of 3D maths and geometry, including multiple-view geometry and 3D mesh representations
• Demonstrated applied engineering skills through a shipped ML network or personal project

Preferred Qualifications

• Experience with Graphics and/or Game Engines
• Experience with Computer Vision
• Background in embedded systems or low-level systems programming

Benefits

• Discretionary bonus opportunity
• Private Medical Insurance and Dental Scheme
• 25 days holiday per year
• On-site gym, subsidized café, and on-site bar
• Access to cycle garage and showers

About the Company

Sony Interactive Entertainment (SIE) is the company behind the PlayStation brand. As a subsidiary of Sony Group Corporation, we deliver cutting-edge hardware and network services to more than 100 million people worldwide. Our Advanced Technology Group (ATG) focuses on helping game developers get the most out of PlayStation hardware through innovative research in computer vision and machine learning.